##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 116723  46.693%  (97.458% of non-spam corpus)
# Correctly spam:      90179  36.075%  (69.257% of spam corpus)
# False positives:      3045  1.218%  (2.542% of nonspam,  97263 weighted)
# False negatives:     40030  16.013%  (30.743% of spam, 105548 weighted)
# Average score for spam:  8.7    nonspam: 1.0
# Average for false-pos:   5.9  false-neg: 2.6
# TOTAL:              249977  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14637  97.21%
# Correctly spam:      11359  69.51%
# False positives:       420  2.79%
# False negatives:      4982  30.49%
# TCR(l=50): 0.628935  SpamRecall: 69.512%  SpamPrec: 96.434%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 116355  97.15%
# Correctly spam:      58014  44.55%
# False positives:      3413  2.85%
# False negatives:     72195  55.45%
# TCR(l=50): 0.536182  SpamRecall: 44.555%  SpamPrec: 94.444%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  14619  97.09%
# Correctly spam:       7255  44.40%
# False positives:       438  2.91%
# False negatives:      9086  55.60%
# TCR(l=50): 0.527367  SpamRecall: 44.398%  SpamPrec: 94.307%